Developers obsess over AI framework selection, but successful conversational AI implementations hinge on navigating unglamorous production challenges—integration complexity, token economics, privacy compliance, and error resilience. The real differentiator isn't the tool, but the wisdom applied to bridge the gap between prototype and production.